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Fashion++: Minimal Edits for Outfit Improvement [article]

Wei-Lin Hsiao, Isay Katsman, Chao-Yuan Wu, Devi Parikh, Kristen Grauman
2019 arXiv   pre-print
Given an outfit, what small changes would most improve its fashionability? This question presents an intriguing new vision challenge.  ...  We introduce Fashion++, an approach that proposes minimal adjustments to a full-body clothing outfit that will have maximal impact on its fashionability.  ...  Figure 1 : 1 Minimal outfit edits suggest minor changes to an existing outfit in order to improve its fashionability.  ... 
arXiv:1904.09261v3 fatcat:sqa6lmexibcddojt7kkvmeyrkq

DeepStyle: Multimodal Search Engine for Fashion and Interior Design

Ivona Tautkute, Tomasz Trzcinski, Aleksander Skorupa, Lukasz Brocki, Krzysztof Marasek
2019 IEEE Access  
The goal of our engine is to enable intuitive retrieval of fashion merchandise such as clothes or furniture.  ...  Existing search engines treat textual input only as an additional source of information about the query image and do not correspond to the real-life scenario, where the user looks for "the same shirt but  ...  (y = 0) or from different outfits (y = 1) and m is a predefined margin for the minimal distance between items from different outfits.  ... 
doi:10.1109/access.2019.2923552 fatcat:4qjj4f52rrav5mjuqgyd7ictzm

Fashion films as a new communication format to build fashion brands

Paloma DÍAZ SOLOAGA
2016 Communication & Society  
in their quest for exclusivity and authenticity.  ...  As a distinctive type of experiential marketing mostly used by luxury fashion brands, they would become a new communication strategy for mainstream brands, but also allow the discovery of a profound connection  ...  They felt comfortable with static images where models and outfits were equally important to control.  ... 
doi:10.15581/003.29.2.45-61 fatcat:h5jvs7uzj5eqdnw75ut67vmcra

Fashionably Voluptuous: Repackaging the Fuller-Sized Figure

Kevin Almond
2013 Fashion Theory  
Semi structured interviews and case studies support the qualitative approaches taken and identify the fashion choices available for voluptuous bodies and if these clothes involve levels of body modification  ...  Object based research investigates the design and manufacture of garments for the fuller sized figure.  ...  The July editions of the UK magazines were intended as representative samples. Vogue is probably the most established promulgator of high fashion worldwide.  ... 
doi:10.2752/175174113x13541091797689 fatcat:ukkiyjgesjbqhh6ikimi4zmzry

The environmental price of fast fashion

Kirsi Niinimäki, Greg Peters, Helena Dahlbo, Patsy Perry, Timo Rissanen, Alison Gwilt
2020 Nature Reviews Earth & Environment  
Acknowledgements This research was supported by the Academy of Finland's Strategic Research Council's grant no. 327299 Sustainable textile systems: Co-creating resource-wise business for Finland in global  ...  The industry needs to improve sustainability and business needs to create alternative models for fast fashion to lower its environmental impact.  ...  industry 94 and minimize waste.  ... 
doi:10.1038/s43017-020-0039-9 fatcat:2bictpv5rrgkroqmk7kxrtshue

Understanding Human-Centric Images: From Geometry to Fashion [article]

Edgar Simo-Serra
2015 arXiv   pre-print
For all presented approaches we present extensive results and comparisons against the state-of-the-art and show significant improvements on the entire variety of tasks we tackle.  ...  Concretely, we focus on two different tasks in the context of fashion: semantic segmentation of clothing, and predicting the fashionability from images with metadata to ultimately provide fashion advice  ...  If the user were to wear a "Black Casual" outfit as seen on the right, our model predicts she would improve her fashionability to 7 out of 10.  ... 
arXiv:1604.08164v1 fatcat:rq43466do5b2rpkrkbqlvdudqi

Pattern Recognition on Fashion Imagery

Stefanos Papadopoulos, Martina Pugliese, Manjunath Sudheer, Delphine Rabiller, Christos Koutlis, Symeon Papadopoulos, Elisavet Chatzilari, Thomas De Wilde
2021 Zenodo  
This deliverable prototypes a Machine Learning pipeline for the detection of categories and attributes within fashion imagery as well as the plans for the implementation backbone.  ...  This can be resolved by editing the learning rate value.  ...  vs. in full outfit -alongside which other items -and recommending the best option).  ... 
doi:10.5281/zenodo.5566459 fatcat:wmb67uoc5jgnllq3w374cf3fsa

Fashion Recommendation Systems, Models and Methods: A Review

Samit Chakraborty, Md. Saiful Hoque, Naimur Rahman Jeem, Manik Chandra Biswas, Deepayan Bardhan, Edgar Lobaton
2021 Informatics  
In recent years, the textile and fashion industries have witnessed an enormous amount of growth in fast fashion.  ...  Image-based fashion recommendation systems (FRSs) have attracted a huge amount of attention from fast fashion retailers as they provide a personalized shopping experience to consumers.  ...  Acknowledgments: This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.  ... 
doi:10.3390/informatics8030049 fatcat:2djpad5hwraqnb6v24pg4b4a5m

Diagrammatic Manifestos: A Method for Studying the Fluidity of Gender in the Production of Fashion Photography

Floriane Misslin
2020 Fashion Studies  
This paper proposes to apply live and inventive methodological approaches to fashion studies.  ...  This sociological research studies how fashion editors, art directors, and photographers make the fluidity of gender more visible within an industry established on the binary womenswear/menswear.  ...  Furthermore, nearly all participants mentioned casting their own friends as models, or completing an outfit with their own wardrobe or second-hand clothing for a photoshoot.  ... 
doi:10.38055/fs030106 fatcat:d2idiqgkfveqdk5ik77svs2zda

Wearing Digital Shimmers: A fashion-centric approach to wearable technology

RTD Conference, Angella Mackey, Stephan Wensveen, Ron Wakkary, Annika Hupfeld, Oscar Tomico
2019 Figshare  
consists of five outfits paired with varying 'digital shimmers' (discrete animated videos) presented through a short fashion film.  ...  The fashion film, which is a commonly used artefact of the fashion field, traditionally aims to synthesize a particular mood and style for its garments.  ...  terms of fashion, and minimizes the notion of its technological function.  ... 
doi:10.6084/m9.figshare.7855862.v2 fatcat:gfxsgovkwvcgxhxuk5fgnkr3fe

New Marketing Strategies for Fast Fashion Brands in South Korea: An Exploration of Consumer's Purchasing Experiences

Eun Hee Kim
2018 Fashion & Textile Research Journal  
We increased the number of mannequins and dressed them in appealing outfits to showcase the latest fashion themes.  ...  In Japan, for example, weekly flyers in the Friday edition of national newspapers, which are delivered to most households, announce week-long 20-30% off campaigns to promote new items.  ... 
doi:10.5805/sfti.2018.20.6.629 fatcat:vshwsjnzrbbgra6kgvkkd7koeu

Investigation of Fashion Sharing Platform for Sustainable Economy—Korean and International Fashion Websites before and after COVID-19

Okkyung Lee, Yejin Lee, Heeran Lee
2021 Sustainability  
In this study, we analyzed the changes in South Korean and international fashion sharing websites before and after the COVID-19 pandemic to suggest ways to use fashion sharing services for sustainable  ...  Changes in various elements of 21 domestic and foreign fashion sharing websites were analyzed. Five websites were selected and assessed for their usability and accessibility using Likert scales.  ...  Finally, measures are proposed to improve the efficiency of such services for users.  ... 
doi:10.3390/su13179782 fatcat:qmwtqxnmxvd7lfghkdq5bxy2se

Olivetti and the Missing Third: Fashion, Working Women and Images of the Mechanical-flâneuse in the 1920s and 1930s

Jon Cockburn
2015 Fashion Theory  
the missing third: fashion, working women and images of the mechanical-flâneuse in the 1920s and 1930s." Fashion Theory 19 .5 (2015): 637-686.  ...  Olivetti and the missing third: fashion, working women and images of the mechanical-flâneuse in the 1920s and 1930s Abstract This paper addresses images of the mechanical-flâneuse as the efficient modern  ...  For Stepanova ([1923] 1989: 173) , writing in the same year but in a later edition of LEF, it meant turning away from past fascination with fashions worn by mannequins in shop windows to embrace "cultural  ... 
doi:10.1080/1362704x.2015.1071069 fatcat:zdqo3a2lbjdhtak326s7kxsp4u

Wearing Digital Shimmers: A fashion-centric approach to wearable technology

RTD Conference, Angella Mackey, Stephan Wensveen, Ron Wakkary, Annika Hupfeld, Oscar Tomico
2019 Figshare  
consists of five outfits paired with varying 'digital shimmers' (discrete animated videos) presented through a short fashion film.  ...  The fashion film, which is a commonly used artefact of the fashion field, traditionally aims to synthesize a particular mood and style for its garments.  ...  They forget that textiles, clothing, and even things like buttons and laces, have persisted for thousands of years, and that because of this there might be little room for improvement; that they are so  ... 
doi:10.6084/m9.figshare.7855862.v1 fatcat:yqyxcxxpcngrnoj5oqidiclwwu

Motivating Collaborative Consumption in Fashion: Consumer Benefits, Perceived Risks, Service Trust, and Usage Intention of Online Fashion Rental Services

Sae Eun Lee, Hye Jung Jung, Kyu-Hye Lee
2021 Sustainability  
This study explored the conceptual constructs of consumer benefits and perceived risks of online fashion rental services (Online FRS) and their impacts on usage intention towards Online FRS.  ...  Financial, Performance, Social) clearly presented factorial structures. (2) Reasonable cost, Style Conformity, and Product Variety showed significantly positive influences on usage intentions towards online fashion  ...  Author Contributions: All authors have worked closely together on conceptualization, methodology, formal analysis, investigation, data curation, original draft preparation, and writing and editing.  ... 
doi:10.3390/su13041804 fatcat:lv2hdymfsrdxtpbzp4u4swazum
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